Core Insights - Meta has entered a large-scale agreement to utilize millions of NVIDIA chips, including the new standalone CPU and the next-generation Vera Rubin system, in its AI data centers [1][2] - The financial terms of the agreement have not been disclosed, but it is expected to be in the hundreds of billions range, with a significant portion of Meta's capital expenditure directed towards this collaboration [1][2] - This partnership marks a significant expansion of the existing collaboration between Meta and NVIDIA, which has been ongoing for at least a decade [1] Group 1 - The standalone CPU is a major highlight of this collaboration, making Meta the first company to deploy NVIDIA's Grace CPU as a standalone chip in data centers [1][2] - The next-generation Vera CPU is planned for deployment by Meta in 2027, as part of a broader commitment to invest $600 billion in data centers and supporting infrastructure in the U.S. by 2028 [2] - Meta plans to build 30 data centers, with 26 located in the United States [2] Group 2 - Two major AI data centers are currently under construction: the 1 GW Prometheus project in New Albany, Ohio, and the 5 GW Hyperion project in Richland Parish, Louisiana [3] - The agreement includes NVIDIA's Spectrum-X Ethernet switches for high-speed GPU interconnectivity within large AI data centers [3] - Meta will also leverage NVIDIA's security capabilities to support AI functionalities in WhatsApp [3] Group 3 - Meta is not solely reliant on NVIDIA, as it is also considering using Google's Tensor Processing Units (TPUs) in its data centers by 2027, which previously caused NVIDIA's stock to drop [3] - The company is developing its own chips and utilizing AMD products, especially as AI companies seek alternative supply channels amid NVIDIA's supply constraints [3] - NVIDIA's current Blackwell GPUs have been in short supply for several months, while the next-generation Rubin GPUs have recently entered production [3] Group 4 - Through this agreement, Meta has secured a sufficient supply of chips and will engage in deep joint design with NVIDIA's engineering team to optimize and accelerate cutting-edge AI model training and inference [4] - Meta is developing a new cutting-edge model, codenamed Avocado, as a successor to its Llama series AI technology [5] - Recent fluctuations in Meta's stock price have raised concerns on Wall Street regarding its AI strategy, with significant price movements following the announcement of ambitious AI investment plans [5]